t

ai.h2o.sparkling.ml.params

H2OKMeansParams

trait H2OKMeansParams extends H2OAlgoUnsupervisedParams[KMeansParameters]

Linear Supertypes
H2OAlgoUnsupervisedParams[KMeansParameters], H2OAlgoCommonParams[KMeansParameters], H2OCommonUnsupervisedParams, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[KMeansParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OKMeansParams
  2. H2OAlgoUnsupervisedParams
  3. H2OAlgoCommonParams
  4. H2OCommonUnsupervisedParams
  5. H2OCommonParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. H2OAlgoParamsHelper
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
  1. Hide All
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Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = GLMParametersV3
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. final def clear(param: Param[_]): H2OKMeansParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  11. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  30. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  33. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  34. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  35. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  36. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  37. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  38. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  39. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  40. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  41. def getEstimateK(): Boolean
  42. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonUnsupervisedParams → H2OCommonParams
  43. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  44. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  45. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  46. def getInit(): String
  47. def getK(): Int
  48. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  49. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  50. def getMaxIterations(): Int
  51. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  52. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  53. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  54. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  55. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  56. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  57. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  58. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  59. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  60. def getStandardize(): Boolean
  61. def getUserPoints(): Array[Array[Double]]
  62. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  63. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  64. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  65. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  66. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  67. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  68. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  69. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  71. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  72. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  73. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  74. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  75. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  76. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  77. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  78. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  79. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  86. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  91. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  92. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  93. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  94. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  95. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  96. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  97. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  98. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  99. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  100. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  101. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  102. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  103. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  104. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  105. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  106. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  107. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  108. def paramTag: ClassTag[KMeansParameters]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper
  109. val parameters: KMeansParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  110. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  111. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  112. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper
  113. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  114. final def set(paramPair: ParamPair[_]): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  115. final def set(param: String, value: Any): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  116. final def set[T](param: Param[T], value: T): H2OKMeansParams.this.type
    Definition Classes
    Params
  117. def setAllStringColumnsToCategorical(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  118. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  119. def setColumnsToCategorical(columns: Array[String]): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  120. def setColumnsToCategorical(first: String, others: String*): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  121. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  122. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  123. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  124. final def setDefault[T](param: Param[T], value: T): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  125. def setDetailedPredictionCol(columnName: String): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  126. def setDistribution(value: String): H2OKMeansParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  127. def setEstimateK(value: Boolean): H2OKMeansParams.this.type
  128. def setFeaturesCol(first: String): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  129. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  130. def setFeaturesCols(columnNames: Array[String]): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  131. def setFeaturesCols(first: String, others: String*): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  132. def setFoldCol(columnName: String): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  133. def setInit(value: String): H2OKMeansParams.this.type
  134. def setK(value: Int): H2OKMeansParams.this.type
  135. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  136. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  137. def setMaxIterations(value: Int): H2OKMeansParams.this.type
  138. def setModelId(id: String): H2OKMeansParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  139. def setNamedMojoOutputColumns(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  140. def setNfolds(value: Int): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  141. def setParallelizeCrossValidation(value: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  142. def setPredictionCol(columnName: String): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  143. def setSeed(value: Long): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  144. def setSplitRatio(ratio: Double): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  145. def setStandardize(value: Boolean): H2OKMeansParams.this.type
  146. def setUserPoints(value: Array[Array[Double]]): H2OKMeansParams.this.type
  147. def setWeightCol(columnName: String): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  148. def setWithContributions(enabled: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  149. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  150. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeansParams.this.type
    Definition Classes
    H2OCommonParams
  151. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  152. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  153. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  154. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  155. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  156. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  157. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  158. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  159. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  160. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  161. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  162. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  163. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  164. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgoUnsupervisedParams[KMeansParameters]

Inherited from H2OAlgoCommonParams[KMeansParameters]

Inherited from H2OCommonUnsupervisedParams

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[KMeansParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped